When Is Enough Not Enough? Illusory Completion in Search Agents.

arXiv:2602.07549v3 Announce Type: replace Abstract: In agentic search, an LLM agent searches the web, reads the pages it finds, and decides what to look for next before returning an answer. But can we trust an answer simply because the agent returns it? Often